Unlearnable, or Unmeasured? On the Reliability of Difficulty Labels in RLVR

Chandak Chakma, Syed Nazmus Sakib, Nafiul Haque +1

Reinforcement learning with verifiable rewards (RLVR) has become an important approach for improving reasoning during post-training. Recent work suggests that some difficult prompt…